To Call or Not to Call: Diagnosing Intrinsic Over-Calling Bias in LLM Agents.

arXiv:2605.18882v2 Announce Type: replace-cross Abstract: LLM agents exhibit a consistent tendency to over-call, invoking tools even in situations where none is needed. On the When2Call benchmark, six models from three families show high call accuracy but much